A New Perspective on Traffic Flow Prediction: A Graph Spatial-Temporal Network with Complex Network Information

Traffic flow prediction provides support for travel management, vehicle scheduling, and intelligent transportation system construction. In this work, a graph space–time network (GSTNCNI), incorporating complex network feature information, is proposed to predict future highway traffic flow time serie...

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Bibliographic Details
Main Authors: Zhiqiu Hu, Fengjing Shao, Rencheng Sun
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/11/15/2432